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Browsing Project Report by Subject

Browsing Project Report by Subject "Medical Diagnosis"

Now showing items 1-9 of 9

An advanced deep learning approach for predicting liver cirrhosis

Sohag, Sohanur Rahman (Daffodil International University, 2024-01-26)

This study provides an advanced deep learning method for predicting liver cirrhosis using a Kaggle dataset of 615 entries with a target attribute "Liver Cirrhosis Status" that classifies answers as 'Yes' (75 cases) or ...
Disease prediction and doctor recommendation system using machine learning approaches: a case study in Bangladesh

Abir, Darun Karas (Daffodil International University, 2024-01-26)

Despite significant strides in modern technology, a substantial portion of the global population is still not getting proper medical care. This issue is particularly pronounced in developing countries which face a double ...
Enhancing random forest model for cancer detection: a multi-objective hyper parameter tuning strategy

Islam, Md Saykot (Daffodil International University, 2024-01-22)

Early and accurate cancer detection is crucial for improving patient outcomes from this lethal disease, but traditional methods often lack sensitivity or specificity. Machine learning algorithms, particularly Random ...
Heart disease prediction using machine learning

Alam, A.K.M Tanvir (Daffodil International University, 2024-01-25)

Heart disease is getting increasingly widespread, and it has a high fatality rate throughout the world. Heart disease has become a major health concern for many individuals and the leading cause of mortality worldwide ...
Heart disease prediction using machine learning

Alam, A.K.M Tanvir (Daffodil International University, 2024-01-25)

Heart disease is getting increasingly widespread, and it has a high fatality rate throughout the world. Heart disease has become a major health concern for many individuals and the leading cause of mortality worldwide ...
Human disease prediction and doctor recommendation system using machine learning approaches: A case study in Bangladesh

Abir, Darun Karas (Daffodil International University, 2024-01-01)

Despite significant strides in modern technology, a substantial portion of the global population is still not getting proper medical care. This issue is particularly pronounced in developing countries which face a double ...
Lung-Cancer stage prediction using machine learning approach

Patwary, Md. Abdus Salam (Daffodil International University, 2024-01-25)

Physical illnesses like lung cancer have become more common nowadays. The world nowadays is aware of the subject. The disease known as lung cancer affects most individuals. A measure of the sickness is the variations in ...
Machine Learning Approach for Insomnia Early Diagnosis in Perspective of Bangladesh

Tasfia, Orin (Daffodil International University, 2024-01-24)

This research addresses the early detection of insomnia in Bangladesh, focusing on young adults affected by extensive phone and social media use. Using machine learning techniques like Logistic Regression, SVM, Decision ...
Mental health among university students in Bangladesh forecasted using machine learning

Shawn, Md. Sadiqul Islam (Daffodil International University, 2024-01-25)

Medical professionals diagnose depression based on patient self-reporting and mental status questionnaires. Mentally ill people are reluctant to seek mental health treatment, in addition to the fact that the approaches ...

Browsing Project Report by Subject "Medical Diagnosis"

Browsing Project Report by Subject "Medical Diagnosis"

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